202 lines
2.4 KiB
INI
202 lines
2.4 KiB
INI
[conv1a]
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epsW=0.0
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epsB=0.0
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momW=0.9
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momB=0.9
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wc=0.0005
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wball=0.00
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schedW=dexp[250,0,4]
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schedB=dexp[10,0,2]
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[conv1b]
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epsW=0.0
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epsB=0.0
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momW=0.9
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momB=0.9
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wc=0.0005
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wball=0.00
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schedW=dexp[250,0,4]
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schedB=dexp[10,0,2]
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[conv2a]
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epsW=0.01
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epsB=0.02
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momW=0.9
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momB=0.9
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wc=0.0005
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wball=0.00
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schedW=dexp[250,0,4]
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schedB=dexp[10,0,2]
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[conv2b]
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epsW=0.01
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epsB=0.02
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momW=0.9
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momB=0.9
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wc=0.0005
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wball=0.00
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schedW=dexp[250,0,4]
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schedB=dexp[10,0,2]
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[conv3a]
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epsW=0.01,0.01
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epsB=0.02
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momW=0.9,0.9
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momB=0.9
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wc=0.0005,0.0005
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wball=0,0
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schedW=dexp[250,0,4]
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schedB=dexp[10,0,2]
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[conv3b]
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epsW=0.01,0.01
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epsB=0.02
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momW=0.9,0.9
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momB=0.9
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wc=0.0005,0.0005
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wball=0,0
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schedW=dexp[250,0,4]
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schedB=dexp[10,0,2]
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[conv4a]
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epsW=0.01
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epsB=0.02
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momW=0.9
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momB=0.9
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wc=0.0005
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wball=0
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schedW=dexp[250,0,4]
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schedB=dexp[10,0,2]
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[conv4b]
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epsW=0.01
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epsB=0.02
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momW=0.9
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momB=0.9
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wc=0.0005
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wball=0
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schedW=dexp[250,0,4]
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schedB=dexp[10,0,2]
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[conv5a]
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epsW=0.01
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epsB=0.02
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momW=0.9
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momB=0.9
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wc=0.0005
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wball=0
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schedW=dexp[250,0,4]
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schedB=dexp[10,0,2]
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[conv5b]
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epsW=0.01
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epsB=0.02
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momW=0.9
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momB=0.9
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wc=0.0005
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wball=0
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schedW=dexp[250,0,4]
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schedB=dexp[10,0,2]
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[fc2048a]
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epsW=0.01,0.01
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epsB=0.02
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momW=0.9,0.9
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momB=0.9
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wc=0.0005,0.0005
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wball=0,0
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schedW=dexp[250,0,4]
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schedB=dexp[10,0,2]
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[fc2048b]
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epsW=0.01,0.01
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epsB=0.02
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momW=0.9,0.9
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momB=0.9
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wc=0.0005,0.0005
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wball=0,0
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schedW=dexp[250,0,4]
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schedB=dexp[10,0,2]
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[fc2048ba]
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epsW=0.01,0.01
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epsB=0.02
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momW=0.9,0.9
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momB=0.9
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wc=0.0005,0.0005
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wball=0,0
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schedW=dexp[250,0,4]
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schedB=dexp[10,0,2]
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[fc2048bb]
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epsW=0.01,0.01
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epsB=0.02
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momW=0.9,0.9
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momB=0.9
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wc=0.0005,0.0005
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wball=0,0
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schedW=dexp[250,0,4]
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schedB=dexp[10,0,2]
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[fc1000]
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epsW=0.01,0.01
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epsB=0.02
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momW=0.9,0.9
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momB=0.9
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wc=0.0005,0.0005
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wball=0,0
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schedW=dexp[250,0,4]
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schedB=dexp[10,0,2]
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[logprob]
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coeff=1
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topk=5
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[hs1a]
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enable=true
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[hs2a]
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enable=true
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[hs1b]
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enable=true
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[hs2b]
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enable=true
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[rnorm1a]
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scale=0.0001
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pow=0.75
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minDiv=2
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[rnorm1b]
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scale=0.0001
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pow=0.75
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minDiv=2
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[rnorm2a]
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scale=0.0001
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pow=0.75
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minDiv=2
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[rnorm2b]
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scale=0.0001
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pow=0.75
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minDiv=2
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[cnorm2a]
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scale=0.001
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pow=0.75
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[cnorm2b]
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scale=0.001
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pow=0.75
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# this is like #169 (so uses same def file: 153) but with learning rate decaying to 0.00008
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# on guppy8
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# logs/layers-175.log
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# /nobackup/kriz/tmp/ConvNet__2013-01-07_04.03.15.layers-175
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# epoch 60: set color noise to 0 from 0.1
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# epoch 75: set conv1 epsw to 0 from 0.01
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# epoch 91: changed schedw factor to 250 from 125
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# logprob: 1.842557, 0.425160, 0.194863
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